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Updated: Nov 18, 2025

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
Published on: October 11, 2018
Biomarkers associated with blinatumomab outcomes in acute lymphoblastic leukemia
Andrew H Wei1, Josep-Maria Ribera2, Richard A Larson3
1Alfred Hospital and Monash University, Melbourne, VIC, Australia. a.wei@alfred.org.au.
Abstract:
This study aimed to identify biomarkers for clinical outcomes in a phase 3 clinical study of blinatumomab or chemotherapy in adults with Philadelphia chromosome-negative relapsed/refractory B-cell precursor acute lymphoblastic leukemia. Patients were randomized 2:1 to receive blinatumomab, a BiTE® therapy, for 4 weeks (9 μg/day cycle 1 week 1, 28 μg/day thereafter) every 6 weeks, or chemotherapy. Baseline blood samples were evaluated to identify biomarkers prognostic (both treatment groups) or predictive (either treatment groups) for overall survival, event-free survival, hematologic remission, minimal residual disease (MRD) response, duration of response, or adverse events. Baseline values were balanced between treatment groups. Prognostic biomarkers were platelets, tumor burden, and percentage of T cells: each 1-log increase in platelets at baseline was prognostic for improved 6-month survival; lower tumor burden was prognostic for hematologic remission; and a higher percentage of CD3+ T-cells was prognostic for MRD response. Consistent with the BiTE mechanism of action, higher percentage of CD45+ CD3+ CD8+ T cells was associated with hematologic remission following blinatumomab. No examined biomarkers were significant for the risk of grade ≥3 adverse events. Incorporating baseline biomarkers into future studies may help to identify subgroups most likely to benefit from blinatumomab.
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